Leland John Garris

Title: Leland John Garris: Innovator in Cell Site Maintenance Technology

Introduction

Leland John Garris is a notable inventor based in Austin, TX (US). He has made significant contributions to the field of telecommunications, particularly in the area of cell site maintenance. His innovative approach has led to the development of a unique system that enhances the efficiency of cell site repairs.

Latest Patents

Garris holds a patent for a "Cell Site Repair Part Prediction Machine Learning System." This advanced system comprises multiple data stores, a processor, and a memory that is coupled to the processor. The part replacement prediction application, when executed by the processor, extracts features based on data read from the data stores. It employs several part machine learning models, each analyzing specific extracted features through a multi-label classification model. This model is trained for a particular part associated with the machine learning model. The system outputs a probability indicating whether the associated part can resolve the issues at the cell site linked to a trouble ticket. If the probability output by a part machine learning model exceeds a predefined threshold, the system determines that the part should be pulled from inventory to prepare for a service truck.

Career Highlights

Garris is currently employed at T-Mobile Innovations LLC, where he continues to develop and refine technologies that improve cell site maintenance. His work is instrumental in ensuring that telecommunications infrastructure remains reliable and efficient.

Collaborations

Some of Garris's coworkers include Diksha Agarwal and Hui-Lin Chang, who contribute to the innovative environment at T-Mobile Innovations LLC.

Conclusion

Leland John Garris is a pioneering inventor whose work in cell site maintenance technology exemplifies the intersection of machine learning and telecommunications. His contributions are vital for enhancing the efficiency of cell site repairs, ultimately benefiting the telecommunications industry.